A Systematic Framework and Characterization of Influence-Based Network Centrality

arXiv: Social and Information Networks, Volume abs/1810.09981, 2018.

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Abstract:

In this paper, we present a framework for studying the following fundamental question in network analysis: How should one assess the centralities of nodes in an information/influence propagation process over a social network? framework systematically extends a family of classical graph-theoretical centrality formulations, including degre...More

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